Faculty Overview

Zhongyuan Zhang

Zhong-Yuan Zhang
Associate Professor
Address:  Central University of Finance and Economics, 39 South College Road, Haidian District, Beijing, P.R.China �� 100081
Email: zhyuanzh@gmail.com
Research Interest
1. data mining
2. complex social network analysis
Book Chapter
1.       Zhong-Yuan Zhang, Nonnegative Matrix Factorization: Models, Algorithms and Applications , Book Chapter in �� DATA MINING: Foundations and Intelligent Paradigms--2 �� , 2011. ��
1.       Jun-Yong, Di Hu, Zhong-Yuan Zhang, A Novel Similarity Measurement for the Community Structure Detection, Accepted by 2012 4th International Conference on Intelligent Human-Machine Systems and Cybernetics (EI)
2.       Jia-Yi Li, Zhong-Yuan Zhang, Ruo-Yang Zhang, Xiao-Wei Mo, Shuang Wang, An Empirical study of behavior unconformity in web-based and non web-based social networks, Accepted by 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery (EI)
3.       Zhong-Yuan Zhang, Tao Li, Chris Ding, Non-negative Tri-Factor Tensor Decomposition with Applications, Knowledge and Information Systems,2012, doi: 10.1007/s10115-011-0460-y (SCI, IF: 2)
4.       Zhong-Yuan Zhang, Chris Ding, Jie Tang, Note on Algorithm Differences Between Nonnegative Matrix Factorization And Probabilistic Latent Semantic Indexing, Journal of Convergence Information Technology, 2011, doi: 10.4156/jcit.vol6.issue9.25 (EI).
5.       Zhong-Yuan Zhang, Community Structure Detection in Social Networks Based on Dictionary Learning,Science China: Information Science, 2011, doi: 10.1007/s11432-011-4319-3. (SCI, IF: 0.387).
6.       Zhong-Yuan Zhang, Divergence Functions of Nonnegative Matrix Factorization: A Comparison Study,Communications in Statistics - Simulation and Computation, 2011, doi: 10.1080/03610918.2011.589734. (SCI, IF: 0.383).
8.       Zhong-Yuan Zhang, Tao Li, Chris Ding, Xian-Wen Ren, and Xiang-Sun Zhang, Binary Matrix Factorization for Analyzing Gene Expression Data,Data Mining and Knowledge Discovery, 2010. (SCI, IF: 2.95)
10.   Zhong-Yuan Zhang, Tao Li, Chris Ding and Xiang-Sun Zhang, Binary matrix factorization with applications,Proc. IEEE Int'l Conf. on Data Mining 2007 (ICDM'07), page: 391-400. (Accept Rate: 7%)
1.       2009, Survey on Non-negative Matrix Factorization, The 8th Beijing Statistics Forum;
2.       2008, Non-negative Matrix Factorization: Methods, Applications and Perspective, The Sixth International Conference on Matrix-Analytic Methods in Stochastic Models (MAM6);
3.       2007, Binary Matrix Factorization with Applications, IEEE ICDM;
4.       2007, Two Improvements of NMF Used for Tumor Clustering, OSB2007.
Academic Services & Referee
2.       Workshop chair of NISS 2009 Workshop on Financial Data Mining;
4.       Referee of Communications in Statistics--Theory and Methods;
5.       Referee of Data Mining and Knowledge Discovery;
6.       Referee of Knowledge and Information Systems;
7.       Referee of Bioinformatics;
8.       Referee of Journal of Data Analysis;
11.   Reviewer of FSKD12, OSB07,OSB09,ISORA2008,ISORA2010,ICMSIE 2010
12.   Editorial Board & International Colleagues ofThe International Association of Science & Engineering Congress (SCICON)
13.   China Computer Federation member
Honors and Awards
1.       Regression Analysis
2.       Operations Research
3.       Principals of Mathematical Analysis

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